Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9564342 | 0.7967876 | 0.4938995 |
| bt | 0.8411204 | 0.5244480 | 0.2157828 |
| maxnet | 0.7777054 | 0.4631621 | NA |
| gam | 0.7815609 | 0.4772103 | 0.1935407 |
| glm | 0.7479686 | 0.4680896 | 0.1487342 |